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PET/CT-Based Absorbed Dose Maps in 90Y Selective Internal Radiation Therapy Correlate with Spatial Changes in Liver Function Derived from Dynamic MRI
LU ZHONGLIN1,2,3; Daniel F Polan4; Lise Wei4; Madhava P Aryal4; Kellen Fitzpatrick3; Chang Wang5; Kyle C Cuneo4; Joseph R Evans4; Molly E Roseland3; Joseph J Gemmete3; Jared A Christensen3; Baljendra S Kapoor3; Justin K Mikell6; Yue Cao3,4,7; MOK SENG PENG1,2,8; Yuni K Dewaraja3
2024-08
Source PublicationJournal of Nuclear Medicine
ISSN0161-5505
Volume65Issue:8Pages:1224-1230
Abstract

Functional liver parenchyma can be damaged from treatment of liver malignancies with 90Y selective internal radiation therapy (SIRT). Evaluating functional parenchymal changes and developing an absorbed dose (AD)–toxicity model can assist the clinical management of patients receiving SIRT. We aimed to determine whether there is a correlation between 90Y PET AD voxel maps and spatial changes in the nontumoral liver (NTL) function derived from dynamic gadoxetic acid–enhanced MRI before and after SIRT. 

Methods: Dynamic gadoxetic acid–enhanced MRI scans were acquired before and after treatment for 11 patients undergoing 90Y SIRT. Gadoxetic acid uptake rate (k1) maps that directly quantify spatial liver parenchymal function were generated from MRI data. Voxel-based AD maps, derived from the 90Y PET/CT scans, were binned according to AD. Pre- and post-SIRT k1 maps were coregistered to the AD map. Absolute and percentage k1 loss in each bin was calculated as a measure of loss of liver function, and Spearman correlation coefficients between k1 loss and AD were evaluated for each patient. Average k1 loss over the patients was fit to a 3-parameter logistic function based on AD. Patients were further stratified into subgroups based on lesion type, baseline albumin–bilirubin scores and alanine transaminase levels, dose–volume effect, and number of SIRT treatments. 

Results: Significant positive correlations (ρ = 0.53–0.99, P < 0.001) between both absolute and percentage k1 loss and AD were observed in most patients (8/11). The average k1 loss over 9 patients also exhibited a significant strong correlation with AD (ρ ≥ 0.92, P < 0.001). The average percentage k1 loss of patients across AD bins was 28%, with a logistic function model demonstrating about a 25% k1 loss at about 100 Gy. Analysis between patient subgroups demonstrated that k1 loss was greater among patients with hepatocellular carcinoma, higher alanine transaminase levels, larger fractional volumes of NTL receiving an AD of 70 Gy or more, and sequential SIRT treatments. 

Conclusion: Novel application of multimodality imaging demonstrated a correlation between 90Y SIRT AD and spatial functional liver parenchymal degradation, indicating that a higher AD is associated with a larger loss of local hepatocyte function. With the developed response models, PET-derived AD maps can potentially be used prospectively to identify localized damage in liver and to enhance treatment strategies.

KeywordSirt 90y Pet/ct Dgae Mri Dosimetry Absorbed Dose–toxicity Relationship
DOI10.2967/jnumed.124.267421
URLView the original
Indexed BySCIE
Language英語English
WOS Research AreaRadiology, Nuclear Medicine & Medical Imaging
WOS SubjectRadiology, Nuclear Medicine & Medical Imaging
WOS IDWOS:001293046500011
PublisherSOC NUCLEAR MEDICINE INC, 1850 SAMUEL MORSE DR, RESTON, VA 20190-5316
Scopus ID2-s2.0-85200523183
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Citation statistics
Document TypeJournal article
CollectionFaculty of Science and Technology
DEPARTMENT OF ELECTRICAL AND COMPUTER ENGINEERING
INSTITUTE OF COLLABORATIVE INNOVATION
Corresponding AuthorMOK SENG PENG; Yuni K Dewaraja
Affiliation1.Biomedical Imaging Laboratory, Department of Electrical and Computer Engineering, Faculty of Science and Technology, University of Macau, Taipa, China
2.Center for Cognitive and Brain Sciences, Institute of Collaborative Innovation, University of Macau, Taipa, China
3.Department of Radiology, University of Michigan Medical Center, Ann Arbor, Michigan
4.Department of Radiation Oncology, University of Michigan, Ann Arbor, Michigan
5.Department of Biostatistics, University of Michigan, Ann Arbor, Michigan
6.Department of Radiation Oncology, Washington University in St. Louis, St. Louis, Missouri
7.Department of Biomedical Engineering, University of Michigan, Ann Arbor, Michigan
8.Ministry of Education Frontiers Science Center for Precision Oncology, Faculty of Health Science, University of Macau, Taipa, China
First Author AffilicationFaculty of Science and Technology;  INSTITUTE OF COLLABORATIVE INNOVATION
Corresponding Author AffilicationFaculty of Science and Technology;  INSTITUTE OF COLLABORATIVE INNOVATION;  University of Macau
Recommended Citation
GB/T 7714
LU ZHONGLIN,Daniel F Polan,Lise Wei,et al. PET/CT-Based Absorbed Dose Maps in 90Y Selective Internal Radiation Therapy Correlate with Spatial Changes in Liver Function Derived from Dynamic MRI[J]. Journal of Nuclear Medicine, 2024, 65(8), 1224-1230.
APA LU ZHONGLIN., Daniel F Polan., Lise Wei., Madhava P Aryal., Kellen Fitzpatrick., Chang Wang., Kyle C Cuneo., Joseph R Evans., Molly E Roseland., Joseph J Gemmete., Jared A Christensen., Baljendra S Kapoor., Justin K Mikell., Yue Cao., MOK SENG PENG., & Yuni K Dewaraja (2024). PET/CT-Based Absorbed Dose Maps in 90Y Selective Internal Radiation Therapy Correlate with Spatial Changes in Liver Function Derived from Dynamic MRI. Journal of Nuclear Medicine, 65(8), 1224-1230.
MLA LU ZHONGLIN,et al."PET/CT-Based Absorbed Dose Maps in 90Y Selective Internal Radiation Therapy Correlate with Spatial Changes in Liver Function Derived from Dynamic MRI".Journal of Nuclear Medicine 65.8(2024):1224-1230.
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